About me

Hi, I am Andreas. I am a PhD student in the field of Machine Learning at the Institute for Machine Learning at Johannes Kepler University, Linz, Austria, advised by Sepp Hochreiter. I am also part of the ELLIS PhD Program.

In my research I am most interested in Deep Learning in the context of Time Series or, more broadly, sequential data. Currently I am specifically interested in Foundational Time Series Models:

I led the development of TiRex, a state-of-the-art foundational forecasting model built with xLSTM, and COSMIC, the first foundational forecasting model that beneficially utilized covariates in a zero-shot setting. Further, I am the co-author of Chronos-2 and xLSTM.

Prior to my PhD, I completed my BSc and MSc degrees in Computer Science at the Technical University of Vienna and gathered experience as professional software developer.